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A growing stream of research finds that scientific contributions are evaluated differently depending on the gender of the author. In this article, we consider whether gender differences in writing styles - how men and women communicate…

计算机与社会 · 计算机科学 2025-08-12 Kara Kedrick , Ekaterina Levitskaya , Russell J. Funk

Different kinds of "gender gap" have been reported in different walks of the scientific life, almost always favouring male scientists over females. In this work, for the first time, we present a large-scale empirical analysis to ask whether…

数字图书馆 · 计算机科学 2019-04-17 Menno H. Schellekens , Floris Holstege , Taha Yasseri

In this research, we examine the hypothesis that gender disparities in international research collaboration differ by collaboration intensity, academic position, age, and academic discipline. The following are the major findings: (1) while…

数字图书馆 · 计算机科学 2022-03-28 Marek Kwiek , Wojciech Roszka

Mounting evidence suggests that publications and citations of scholars in the STEM fields (Science, Technology, Engineering and Mathematics) suffer from gender biases. In this paper, we study the physics community, a core STEM field in…

物理与社会 · 物理学 2022-11-07 Hyunsik Kong , Samuel Martin-Gutierrez , Fariba Karimi

Recent gender policies in the Middle East and North Africa (MENA) region have improved legal equality for women with noticeable effects in some countries. The implications of these policies on science, however, is not well-understood. This…

数字图书馆 · 计算机科学 2023-10-24 Jamal El-Ouahi , Vincent Lariviere

The potential of AI researchers in scientific discovery remains largely untapped. Over the past decade, AI for Science (AI4Science) publications in 145 Nature Index journals have increased fifteen-fold, yet they still account for less than…

计算机与社会 · 计算机科学 2025-09-24 Hengjie Yu , Shuya Liu , Haiyun Yang , Yuping Yan , Maozhen Qu , Yaochu Jin

We examined the male-female collaboration practices of all internationally visible Polish university professors (N = 25,463) based on their Scopus-indexed publications from 2009-2018 (158,743 journal articles). We merged a national registry…

数字图书馆 · 计算机科学 2022-03-24 Marek Kwiek , Wojciech Roszka

Scientific novelty is the essential driving force for research breakthroughs and innovation. However, little is known about how early-career scientists pursue novel research paths, and the gender disparities in this process. To address this…

物理与社会 · 物理学 2024-04-09 Meijun Liu , Zihan Xie , Alex Jie Yang , Chao Yu , Jian Xu , Ying Ding , Yi Bu

In this study, the global scientific workforce is explored through large-scale, generational, cross-sectional, and longitudinal approaches. We examine 4.3 million nonoccasional scientists from 38 OECD countries publishing in 1990-2021. Our…

数字图书馆 · 计算机科学 2026-05-11 Marek Kwiek , Lukasz Szymula

Scientific collaboration in almost every discipline is mainly driven by the need of sharing knowledge, expertise, and pooled resources. Science is becoming more complex which has encouraged scientists to involve more in collaborative…

社会与信息网络 · 计算机科学 2022-05-26 Anahita Hajibabaei , Andrea Schiffauerova , Ashkan Ebadi

Preliminary evidence suggests that women, including female researchers, are disproportionately affected by the COVID-19 pandemic in terms of unequal distribution of childcare, elderly care and other kinds of domestic and emotional labor.…

数字图书馆 · 计算机科学 2021-05-18 Goran Muric , Kristina Lerman , Emilio Ferrara

This study exploits COVID-19 as an exogenous shock in biomedical research to show how the emergence of an unexpected new research topic exacerbates gender bias in key authorship positions of scientific publications relevant to new research…

综合经济学 · 经济学 2025-01-30 Carolina Biliotti , Luca Verginer , Massimo Riccaboni

The gender gap in computer science (CS) research is a well-studied problem, with an estimated ratio of 15%--30% women researchers. However, far less is known about gender representation in specific fields within CS. Here, we investigate the…

数字图书馆 · 计算机科学 2022-04-08 Eitan Frachtenberg , Rhody D. Kaner

We analyze the role of first (leading) author gender on the number of citations that a paper receives, on the publishing frequency and on the self-citing tendency. We consider a complete sample of over 200,000 publications from 1950 to 2015…

天体物理仪器与方法 · 物理学 2018-04-23 Neven Caplar , Sandro Tacchella , Simon Birrer

Scientific retractions reflect issues within the scientific record, arising from human error or misconduct. Although gender differences in retraction rates have been previously observed in various contexts, no comprehensive study has…

数字图书馆 · 计算机科学 2025-07-24 Er-Te Zheng , Hui-Zhen Fu , Mike Thelwall , Zhichao Fang

Gender disparity in science is one of the most focused debating points among authorities and the scientific community. Over the last few decades, numerous initiatives have endeavored to accelerate gender equity in academia and research…

社会与信息网络 · 计算机科学 2021-06-04 Anahita Hajibabaei , Andrea Schiffauerova , Ashkan Ebadi

While several previous studies have analyzed gender bias in research, we are still missing a comprehensive analysis of gender differences in the AI community, covering diverse topics and different development trends. Using the AI Scholar…

计算与语言 · 计算机科学 2025-06-23 Yiwen Ding , Jiarui Liu , Zhiheng Lyu , Kun Zhang , Bernhard Schoelkopf , Zhijing Jin , Rada Mihalcea

Media outlets play a key role in spreading scientific knowledge to the general public and raising the profile of researchers among their peers. Yet, how journalists choose to present researchers in their stories is poorly understood. Using…

计算机与社会 · 计算机科学 2024-01-23 Hao Peng , Misha Teplitskiy , David Jurgens

Scientific attention is unevenly distributed, creating inequities in recognition and distorting access to opportunities. Using citations as a proxy, we quantify disparities in attention by gender and institutional prestige. We find that…

物理与社会 · 物理学 2026-01-23 Buddhika Nettasinghe , Nazanin Alipourfard , Vikram Krishnamurthy , Kristina Lerman

Like many scientific disciplines, neuroscience has increasingly attempted to confront pervasive gender imbalances within the field. While much of the conversation has centered around publishing and conference participation, recent research…

社会与信息网络 · 计算机科学 2020-08-28 Jordan D. Dworkin , Kristin A. Linn , Erin G. Teich , Perry Zurn , Russell T. Shinohara , Danielle S. Bassett